Table 5.
Power (%) for comparing three methods under different scenarios for negative binomial response for the simulation study.
| Sample Size |
α = 0 | α = 1/3 | α = 2/3 | α = 1 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Vuong | Naive | New | Vuong | Naive | New | Vuong | Naive | New | Vuong | Naive | New | |
| 50 | 27.24 | 55.01 | 75.33 | 27.33 | 56.62 | 76.15 | 27.19 | 58.80 | 75.24 | 26.37 | 61.00 | 71.29 |
| 100 | 61.21 | 87.48 | 96.21 | 63.16 | 89.42 | 96.91 | 66.47 | 90.92 | 96.06 | 64.95 | 87.86 | 89.92 |
| 200 | 95.97 | 99.52 | 99.93 | 96.87 | 99.72 | 99.96 | 97.82 | 99.66 | 99.82 | 97.21 | 98.51 | 97.54 |
| 500 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 99.95 | 99.64 |
| 1000 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 99.89 |